In this study, five single nucleotide polymorphisms (SNPs) within the HBB gene were evaluated to determine its significance and haplotype structure inference with beta-thalassemia in Malaysia, which was the first study conducted in Malaysia to the best of our knowledge. The gene discussed is HBB; the disease is beta thalassemia.